mental health data Profiling Report 2

Dataset statistics

Number of variables	62
Number of observations	663
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	135.4 KiB
Average record size in memory	209.2 B

Variable types

BOOL	53
NUM	8
CAT	1

Warnings

`importacia_salud_fisica` has 19 (2.9%) zeros	Zeros
`importancia_salud_mental` has 45 (6.8%) zeros	Zeros
`empresa_anterior_importancia_salud_fisica` has 37 (5.6%) zeros	Zeros
`empresa_anterior_importancia_salud_mental` has 102 (15.4%) zeros	Zeros
`hablar_amigos_familia_EM` has 19 (2.9%) zeros	Zeros
`reaccion_companeros_EM` has 18 (2.7%) zeros	Zeros

Reproduction

Analysis started	2020-10-21 07:44:57.056968
Analysis finished	2020-10-21 07:45:47.883685
Duration	50.83 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

concimiento_cubrimiento_EM
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

1	365
0	298

Common Values
Chart

Value	Count	Frequency (%)
1	365	55.1%
0	298	44.9%

habla_jefe_EM_flag
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

0	440
1	223

Common Values
Chart

Value	Count	Frequency (%)
0	440	66.4%
1	223	33.6%

hablar_companeros_EM_flag
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

0	371
1	292

Common Values
Chart

Value	Count	Frequency (%)
0	371	56.0%
1	292	44.0%

hablar_companeros_EM_conmigo
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

0	343
1	320

Common Values
Chart

Value	Count	Frequency (%)
0	343	51.7%
1	320	48.3%

importacia_salud_fisica
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.208144796
Minimum	0
Maximum	10
Zeros	19
Zeros (%)	2.9%
Memory size	5.2 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	7
Q3	8
95-th percentile	10
Maximum	10
Range	10
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.321343247
Coefficient of variation (CV)	0.3739189923
Kurtosis	0.1807914215
Mean	6.208144796
Median Absolute Deviation (MAD)	1
Skewness	-0.6331851862
Sum	4116
Variance	5.388634468
Monotocity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
7	142	21.4%
5	121	18.3%
8	110	16.6%
6	81	12.2%
9	47	7.1%
10	45	6.8%
3	37	5.6%
4	27	4.1%
2	25	3.8%
0	19	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19	2.9%
1	9	1.4%
2	25	3.8%
3	37	5.6%
4	27	4.1%

Value	Count	Frequency (%)
10	45	6.8%
9	47	7.1%
8	110	16.6%
7	142	21.4%
6	81	12.2%

importancia_salud_mental
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.843137255
Minimum	0
Maximum	10
Zeros	45
Zeros (%)	6.8%
Memory size	5.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	5
Q3	7
95-th percentile	9
Maximum	10
Range	10
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.443218086
Coefficient of variation (CV)	0.504470131
Kurtosis	-0.4671906354
Mean	4.843137255
Median Absolute Deviation (MAD)	2
Skewness	-0.1738910157
Sum	3211
Variance	5.969314614
Monotocity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
5	166	25.0%
7	84	12.7%
3	74	11.2%
6	67	10.1%
8	60	9.0%
4	59	8.9%
2	48	7.2%
0	45	6.8%
1	25	3.8%
9	18	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	45	6.8%
1	25	3.8%
2	48	7.2%
3	74	11.2%
4	59	8.9%

Value	Count	Frequency (%)
10	17	2.6%
9	18	2.7%
8	60	9.0%
7	84	12.7%
6	67	10.1%

trabajado_otras_empresa
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

1	582
0	81

Common Values
Chart

Value	Count	Frequency (%)
1	582	87.8%
0	81	12.2%

empresa_anterior_tecnologia
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

1	473
0	190

Common Values
Chart

Value	Count	Frequency (%)
1	473	71.3%
0	190	28.7%

empresa_anterior_hablar_jefe_EM_flag
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

0	525
1	138

Common Values
Chart

Value	Count	Frequency (%)
0	525	79.2%
1	138	20.8%

empresa_anterior_hablar_companeros_EM
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

0	466
1	197

Common Values
Chart

Value	Count	Frequency (%)
0	466	70.3%
1	197	29.7%

empresa_anterior_hablar_companeros_conmigo
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

0	478
1	185

Common Values
Chart

Value	Count	Frequency (%)
0	478	72.1%
1	185	27.9%

empresa_anterior_importancia_salud_fisica
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.423831071
Minimum	0
Maximum	10
Zeros	37
Zeros (%)	5.6%
Memory size	5.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	5
Q3	7
95-th percentile	9
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.306533302
Coefficient of variation (CV)	0.4252590599
Kurtosis	0.1714301966
Mean	5.423831071
Median Absolute Deviation (MAD)	2
Skewness	-0.451859016
Sum	3596
Variance	5.320095875
Monotocity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
5	221	33.3%
7	95	14.3%
8	80	12.1%
6	70	10.6%
3	39	5.9%
0	37	5.6%
4	37	5.6%
2	27	4.1%
9	24	3.6%
10	22	3.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	37	5.6%
1	11	1.7%
2	27	4.1%
3	39	5.9%
4	37	5.6%

Value	Count	Frequency (%)
10	22	3.3%
9	24	3.6%
8	80	12.1%
7	95	14.3%
6	70	10.6%

empresa_anterior_importancia_salud_mental
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.687782805
Minimum	0
Maximum	10
Zeros	102
Zeros (%)	15.4%
Memory size	5.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	4
Q3	5
95-th percentile	7
Maximum	10
Range	10
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.36041468
Coefficient of variation (CV)	0.6400633673
Kurtosis	-0.5879729007
Mean	3.687782805
Median Absolute Deviation (MAD)	1
Skewness	0.01220034736
Sum	2445
Variance	5.571557463
Monotocity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
5	195	29.4%
0	102	15.4%
3	81	12.2%
2	69	10.4%
4	60	9.0%
6	47	7.1%
1	41	6.2%
7	36	5.4%
8	21	3.2%
10	7	1.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	102	15.4%
1	41	6.2%
2	69	10.4%
3	81	12.2%
4	60	9.0%

Value	Count	Frequency (%)
10	7	1.1%
9	4	0.6%
8	21	3.2%
7	36	5.4%
6	47	7.1%

tiene_EM
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

1	458
0	205

Common Values
Chart

Value	Count	Frequency (%)
1	458	69.1%
0	205	30.9%

hablar_amigos_familia_EM
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.644042232
Minimum	0
Maximum	10
Zeros	19
Zeros (%)	2.9%
Memory size	5.2 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	5
median	7
Q3	9
95-th percentile	10
Maximum	10
Range	10
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.704475972
Coefficient of variation (CV)	0.4070527967
Kurtosis	-0.3864312595
Mean	6.644042232
Median Absolute Deviation (MAD)	2
Skewness	-0.6785971221
Sum	4405
Variance	7.314190282
Monotocity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
8	114	17.2%
10	108	16.3%
7	99	14.9%
9	79	11.9%
5	71	10.7%
6	56	8.4%
2	39	5.9%
3	36	5.4%
4	30	4.5%
0	19	2.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	19	2.9%
1	12	1.8%
2	39	5.9%
3	36	5.4%
4	30	4.5%

Value	Count	Frequency (%)
10	108	16.3%
9	79	11.9%
8	114	17.2%
7	99	14.9%
6	56	8.4%

identificado_EM_trabajo
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

0	583
1	80

Common Values
Chart

Value	Count	Frequency (%)
0	583	87.9%
1	80	12.1%

reaccion_companeros_EM
Real number (ℝ_≥0)

ZEROS

Distinct	11
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	5.39668175
Minimum	0
Maximum	10
Zeros	18
Zeros (%)	2.7%
Memory size	5.2 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	4
median	5
Q3	7
95-th percentile	9
Maximum	10
Range	10
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.22613992
Coefficient of variation (CV)	0.4125016117
Kurtosis	-0.1025746685
Mean	5.39668175
Median Absolute Deviation (MAD)	1
Skewness	-0.09538718386
Sum	3578
Variance	4.955698942
Monotocity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
5	162	24.4%
6	92	13.9%
7	87	13.1%
4	80	12.1%
8	67	10.1%
3	61	9.2%
2	34	5.1%
10	30	4.5%
9	21	3.2%
0	18	2.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18	2.7%
1	11	1.7%
2	34	5.1%
3	61	9.2%
4	80	12.1%

Value	Count	Frequency (%)
10	30	4.5%
9	21	3.2%
8	67	10.1%
7	87	13.1%
6	92	13.9%

apoyo_industria_tecnologia_EM
Real number (ℝ_≥0)

Distinct	5
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.544494721
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	5.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	3
95-th percentile	4
Maximum	5
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.8934449145
Coefficient of variation (CV)	0.3511286179
Kurtosis	-0.5138950559
Mean	2.544494721
Median Absolute Deviation (MAD)	1
Skewness	-0.04508430153
Sum	1687
Variance	0.7982438153
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
3	273	41.2%
2	216	32.6%
1	88	13.3%
4	82	12.4%
5	4	0.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	88	13.3%
2	216	32.6%
3	273	41.2%
4	82	12.4%
5	4	0.6%

Value	Count	Frequency (%)
5	4	0.6%
4	82	12.4%
3	273	41.2%
2	216	32.6%
1	88	13.3%

dispuesto_contar_experiencia
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

0	407
1	256

Common Values
Chart

Value	Count	Frequency (%)
0	407	61.4%
1	256	38.6%

edad
Real number (ℝ_≥0)

Distinct	45
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	35.3453997
Minimum	19
Maximum	66
Zeros	0
Zeros (%)	0.0%
Memory size	5.2 KiB

Quantile statistics

Minimum	19
5-th percentile	24
Q1	29
median	35
Q3	40
95-th percentile	50
Maximum	66
Range	47
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	8.156874241
Coefficient of variation (CV)	0.2307761211
Kurtosis	0.4941711857
Mean	35.3453997
Median Absolute Deviation (MAD)	6
Skewness	0.6784032192
Sum	23434
Variance	66.53459739
Monotocity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
35	39	5.9%
37	38	5.7%
30	38	5.7%
28	35	5.3%
32	33	5.0%
33	32	4.8%
29	31	4.7%
34	28	4.2%
31	28	4.2%
38	27	4.1%
Other values (35)	334	50.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
19	2	0.3%
20	3	0.5%
21	5	0.8%
22	11	1.7%
23	10	1.5%

Value	Count	Frequency (%)
66	1	0.2%
64	1	0.2%
62	1	0.2%
61	3	0.5%
60	1	0.2%

genero
Categorical

Distinct	3
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	5.2 KiB

1	443
0	207
2	13

Frequencies
Length

Value	Count	Frequency (%)
1	443	66.8%
0	207	31.2%
2	13	2.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	1
Median length	1
Mean length	1
Min length	1

No_empleados_100-500
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	487
1	176

Common Values
Chart

Value	Count	Frequency (%)
0	487	73.5%
1	176	26.5%

No_empleados_26-100
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	552
1	111

Common Values
Chart

Value	Count	Frequency (%)
0	552	83.3%
1	111	16.7%

No_empleados_500-1000
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	606
1	57

Common Values
Chart

Value	Count	Frequency (%)
0	606	91.4%
1	57	8.6%

No_empleados_6-25
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	574
1	89

Common Values
Chart

Value	Count	Frequency (%)
0	574	86.6%
1	89	13.4%

No_empleados_More than 1000
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	450
1	213

Common Values
Chart

Value	Count	Frequency (%)
0	450	67.9%
1	213	32.1%

cubrimiento_EM_No
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	607
1	56

Common Values
Chart

Value	Count	Frequency (%)
0	607	91.6%
1	56	8.4%

cubrimiento_EM_Not eligible for coverage / NA
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	643
1	20

Common Values
Chart

Value	Count	Frequency (%)
0	643	97.0%
1	20	3.0%

cubrimiento_EM_Yes
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

1	418
0	245

Common Values
Chart

Value	Count	Frequency (%)
1	418	63.0%
0	245	37.0%

recursos_EM_No
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	402
1	261

Common Values
Chart

Value	Count	Frequency (%)
0	402	60.6%
1	261	39.4%

recursos_EM_Yes
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	445
1	218

Common Values
Chart

Value	Count	Frequency (%)
0	445	67.1%
1	218	32.9%

dejar_trabajo_EM_I don't know
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	544
1	119

Common Values
Chart

Value	Count	Frequency (%)
0	544	82.1%
1	119	17.9%

dejar_trabajo_EM_Neither easy nor difficult
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	580
1	83

Common Values
Chart

Value	Count	Frequency (%)
0	580	87.5%
1	83	12.5%

dejar_trabajo_EM_Somewhat difficult
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	583
1	80

Common Values
Chart

Value	Count	Frequency (%)
0	583	87.9%
1	80	12.1%

dejar_trabajo_EM_Somewhat easy
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	475
1	188

Common Values
Chart

Value	Count	Frequency (%)
0	475	71.6%
1	188	28.4%

dejar_trabajo_EM_Very easy
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	534
1	129

Common Values
Chart

Value	Count	Frequency (%)
0	534	80.5%
1	129	19.5%

empresa_anterior_cargo_tecnologia_No, none did
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	558
1	105

Common Values
Chart

Value	Count	Frequency (%)
0	558	84.2%
1	105	15.8%

empresa_anterior_cargo_tecnologia_Some did
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	345
1	318

Common Values
Chart

Value	Count	Frequency (%)
0	345	52.0%
1	318	48.0%

empresa_anterior_cargo_tecnologia_Yes, they all did
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	550
1	113

Common Values
Chart

Value	Count	Frequency (%)
0	550	83.0%
1	113	17.0%

empresa_anterior_hablar_jefe_EM_No, none of my previous supervisors
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	460
1	203

Common Values
Chart

Value	Count	Frequency (%)
0	460	69.4%
1	203	30.6%

empresa_anterior_hablar_jefe_EM_Some of my previous supervisors
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

1	386
0	277

Common Values
Chart

Value	Count	Frequency (%)
1	386	58.2%
0	277	41.8%

empresa_anterior_hablar_jefe_EM_Yes, all of my previous supervisors
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	623
1	40

Common Values
Chart

Value	Count	Frequency (%)
0	623	94.0%
1	40	6.0%

EM_familiar_No
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	504
1	159

Common Values
Chart

Value	Count	Frequency (%)
0	504	76.0%
1	159	24.0%

EM_familiar_Yes
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

1	346
0	317

Common Values
Chart

Value	Count	Frequency (%)
1	346	52.2%
0	317	47.8%

EM_interfiere_trabajo_buen_tratamiento_Not applicable to me
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	443
1	220

Common Values
Chart

Value	Count	Frequency (%)
0	443	66.8%
1	220	33.2%

EM_interfiere_trabajo_buen_tratamiento_Often
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	626
1	37

Common Values
Chart

Value	Count	Frequency (%)
0	626	94.4%
1	37	5.6%

EM_interfiere_trabajo_buen_tratamiento_Rarely
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	462
1	201

Common Values
Chart

Value	Count	Frequency (%)
0	462	69.7%
1	201	30.3%

EM_interfiere_trabajo_buen_tratamiento_Sometimes
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	477
1	186

Common Values
Chart

Value	Count	Frequency (%)
0	477	71.9%
1	186	28.1%

EM_interfiere_trabajo_mal_tratamiento_Not applicable to me
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	474
1	189

Common Values
Chart

Value	Count	Frequency (%)
0	474	71.5%
1	189	28.5%

EM_interfiere_trabajo_mal_tratamiento_Often
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	358
1	305

Common Values
Chart

Value	Count	Frequency (%)
0	358	54.0%
1	305	46.0%

EM_interfiere_trabajo_mal_tratamiento_Rarely
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	631
1	32

Common Values
Chart

Value	Count	Frequency (%)
0	631	95.2%
1	32	4.8%

EM_interfiere_trabajo_mal_tratamiento_Sometimes
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	529
1	134

Common Values
Chart

Value	Count	Frequency (%)
0	529	79.8%
1	134	20.2%

miedo_hablar_EM_No
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

1	466
0	197

Common Values
Chart

Value	Count	Frequency (%)
1	466	70.3%
0	197	29.7%

miedo_hablar_EM_Yes
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	563
1	100

Common Values
Chart

Value	Count	Frequency (%)
0	563	84.9%
1	100	15.1%

entrevista_trabajo_hablar_EM_No
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

1	474
0	189

Common Values
Chart

Value	Count	Frequency (%)
1	474	71.5%
0	189	28.5%

entrevista_trabajo_hablar_EM_Yes
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	635
1	28

Common Values
Chart

Value	Count	Frequency (%)
0	635	95.8%
1	28	4.2%

no_apoyo_EM_No
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	372
1	291

Common Values
Chart

Value	Count	Frequency (%)
0	372	56.1%
1	291	43.9%

no_apoyo_EM_Yes, I experienced
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	584
1	79

Common Values
Chart

Value	Count	Frequency (%)
0	584	88.1%
1	79	11.9%

no_apoyo_EM_Yes, I observed
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	539
1	124

Common Values
Chart

Value	Count	Frequency (%)
0	539	81.3%
1	124	18.7%

apoyo_EM_No
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	429
1	234

Common Values
Chart

Value	Count	Frequency (%)
0	429	64.7%
1	234	35.3%

apoyo_EM_Yes, I experienced
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	518
1	145

Common Values
Chart

Value	Count	Frequency (%)
0	518	78.1%
1	145	21.9%

apoyo_EM_Yes, I observed
Boolean

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	663.0 B

0	537
1	126

Common Values
Chart

Value	Count	Frequency (%)
0	537	81.0%
1	126	19.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	concimiento_cubrimiento_EM	habla_jefe_EM_flag	hablar_companeros_EM_flag	hablar_companeros_EM_conmigo	importacia_salud_fisica	importancia_salud_mental	trabajado_otras_empresa	empresa_anterior_tecnologia	empresa_anterior_hablar_jefe_EM_flag	empresa_anterior_hablar_companeros_EM	empresa_anterior_hablar_companeros_conmigo	empresa_anterior_importancia_salud_fisica	empresa_anterior_importancia_salud_mental	tiene_EM	hablar_amigos_familia_EM	identificado_EM_trabajo	reaccion_companeros_EM	apoyo_industria_tecnologia_EM	dispuesto_contar_experiencia	edad	genero	No_empleados_100-500	No_empleados_26-100	No_empleados_6-25	No_empleados_More than 1000	cubrimiento_EM_Yes	recursos_EM_No	dejar_trabajo_EM_I don't know	dejar_trabajo_EM_Neither easy nor difficult	dejar_trabajo_EM_Somewhat easy	dejar_trabajo_EM_Very easy	empresa_anterior_cargo_tecnologia_Some did	empresa_anterior_cargo_tecnologia_Yes, they all did	empresa_anterior_hablar_jefe_EM_No, none of my previous supervisors	empresa_anterior_hablar_jefe_EM_Some of my previous supervisors	empresa_anterior_hablar_jefe_EM_Yes, all of my previous supervisors	EM_familiar_No	EM_familiar_Yes	EM_interfiere_trabajo_buen_tratamiento_Not applicable to me	EM_interfiere_trabajo_buen_tratamiento_Often	EM_interfiere_trabajo_buen_tratamiento_Rarely	EM_interfiere_trabajo_buen_tratamiento_Sometimes	EM_interfiere_trabajo_mal_tratamiento_Not applicable to me	EM_interfiere_trabajo_mal_tratamiento_Often	EM_interfiere_trabajo_mal_tratamiento_Sometimes	miedo_hablar_EM_No	miedo_hablar_EM_Yes	entrevista_trabajo_hablar_EM_No	no_apoyo_EM_No	no_apoyo_EM_Yes, I experienced	apoyo_EM_No	apoyo_EM_Yes, I experienced	apoyo_EM_Yes, I observed
0	0	1.0	1.0	0.0	0.0	1.0	1	1.0	0.0	1.0	0.0	8.0	0.0	1	5	1.0	5.0	1.0	1.0	36.0	1	0	0	1	0	0	1	0	0	0	0	1	0	1	0	0	0	1	0	0	0	1	0	0	1	0	1	1	0	1	0	1	0
1	1	1.0	1.0	0.0	7.0	5.0	0	1.0	0.0	0.0	0.0	5.0	5.0	1	10	0.0	5.0	2.0	0.0	22.0	1	0	0	0	1	1	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	1	0	1	0	1	0	1	0	0	0	0	0
2	1	0.0	1.0	1.0	10.0	10.0	1	1.0	1.0	1.0	1.0	10.0	10.0	1	8	1.0	5.0	2.0	1.0	36.0	0	0	0	1	0	1	1	0	0	0	1	1	0	0	1	0	0	1	0	0	1	0	0	1	0	1	0	1	1	0	0	0	1
3	0	0.0	0.0	1.0	10.0	8.0	1	1.0	0.0	0.0	1.0	5.0	5.0	0	3	0.0	7.0	2.0	1.0	38.0	0	0	1	0	0	1	1	0	0	1	0	1	0	0	1	0	0	1	1	0	0	0	1	0	0	1	0	1	1	0	0	0	1
4	1	1.0	1.0	1.0	1.0	0.0	1	1.0	0.0	0.0	0.0	9.0	1.0	1	2	0.0	2.0	1.0	0.0	40.0	1	1	0	0	0	1	1	1	0	0	0	1	0	1	0	0	0	1	0	1	0	0	0	0	1	1	0	1	0	1	1	0	0
5	0	0.0	0.0	0.0	5.0	3.0	1	1.0	0.0	0.0	0.0	5.0	5.0	1	10	0.0	0.0	1.0	1.0	35.0	1	1	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	1	0	0	0	1	0	1	0	0	1	1	0	1	1	0	0
6	0	0.0	0.0	0.0	3.0	2.0	1	0.0	0.0	0.0	0.0	7.0	5.0	1	3	0.0	5.0	3.0	0.0	22.0	0	0	0	0	1	0	0	0	1	0	0	0	0	1	0	0	0	0	0	0	0	1	0	1	0	0	0	1	0	0	0	0	0
7	0	0.0	0.0	0.0	8.0	3.0	1	0.0	0.0	1.0	0.0	7.0	2.0	1	9	1.0	5.0	4.0	1.0	28.0	1	1	0	0	0	1	0	0	0	1	0	0	1	0	0	1	1	0	0	0	1	0	0	1	0	0	1	1	0	1	0	0	0
8	0	0.0	1.0	0.0	4.0	3.0	1	0.0	1.0	1.0	1.0	7.0	5.0	1	8	0.0	6.0	3.0	0.0	21.0	1	0	0	1	0	0	1	0	0	1	0	0	0	0	1	0	1	0	0	0	1	0	0	0	1	1	0	0	1	0	0	0	0
9	0	0.0	0.0	1.0	4.0	3.0	0	1.0	0.0	0.0	0.0	5.0	5.0	0	7	0.0	7.0	3.0	1.0	35.0	0	0	0	0	1	0	0	0	1	0	0	1	0	0	1	0	0	1	1	0	0	0	1	0	0	1	0	0	0	0	0	0	1

Last rows

	concimiento_cubrimiento_EM	habla_jefe_EM_flag	hablar_companeros_EM_flag	hablar_companeros_EM_conmigo	importacia_salud_fisica	importancia_salud_mental	trabajado_otras_empresa	empresa_anterior_tecnologia	empresa_anterior_hablar_jefe_EM_flag	empresa_anterior_hablar_companeros_EM	empresa_anterior_hablar_companeros_conmigo	empresa_anterior_importancia_salud_fisica	empresa_anterior_importancia_salud_mental	tiene_EM	hablar_amigos_familia_EM	identificado_EM_trabajo	reaccion_companeros_EM	apoyo_industria_tecnologia_EM	dispuesto_contar_experiencia	edad	genero	No_empleados_100-500	No_empleados_26-100	No_empleados_6-25	No_empleados_More than 1000	cubrimiento_EM_No	cubrimiento_EM_Yes	recursos_EM_No	recursos_EM_Yes	dejar_trabajo_EM_I don't know	dejar_trabajo_EM_Neither easy nor difficult	dejar_trabajo_EM_Somewhat difficult	dejar_trabajo_EM_Somewhat easy	dejar_trabajo_EM_Very easy	empresa_anterior_cargo_tecnologia_No, none did	empresa_anterior_cargo_tecnologia_Some did	empresa_anterior_hablar_jefe_EM_No, none of my previous supervisors	empresa_anterior_hablar_jefe_EM_Some of my previous supervisors	empresa_anterior_hablar_jefe_EM_Yes, all of my previous supervisors	EM_familiar_No	EM_familiar_Yes	EM_interfiere_trabajo_buen_tratamiento_Not applicable to me	EM_interfiere_trabajo_buen_tratamiento_Often	EM_interfiere_trabajo_buen_tratamiento_Rarely	EM_interfiere_trabajo_buen_tratamiento_Sometimes	EM_interfiere_trabajo_mal_tratamiento_Not applicable to me	EM_interfiere_trabajo_mal_tratamiento_Often	EM_interfiere_trabajo_mal_tratamiento_Rarely	EM_interfiere_trabajo_mal_tratamiento_Sometimes	miedo_hablar_EM_No	miedo_hablar_EM_Yes	entrevista_trabajo_hablar_EM_No	no_apoyo_EM_No	no_apoyo_EM_Yes, I experienced	no_apoyo_EM_Yes, I observed	apoyo_EM_No	apoyo_EM_Yes, I experienced	apoyo_EM_Yes, I observed
653	1	0.0	0.0	0.0	6.0	7.0	1	0.0	0.0	1.0	0.0	4.0	4.0	1	2	0.0	5.0	3.0	0.0	35.0	1	0	1	0	0	0	1	0	0	0	1	0	0	0	0	1	1	0	0	1	0	1	0	0	0	0	0	1	0	1	0	0	1	0	0	0	0	1
654	1	0.0	1.0	1.0	5.0	0.0	1	1.0	0.0	1.0	1.0	5.0	0.0	1	4	0.0	0.0	1.0	0.0	34.0	1	1	0	0	0	0	0	1	0	0	0	0	0	0	1	0	0	1	0	0	1	0	1	0	0	0	1	0	0	0	0	1	0	0	1	1	0	0
655	1	1.0	1.0	1.0	10.0	8.0	1	1.0	1.0	0.0	0.0	10.0	10.0	1	7	1.0	10.0	2.0	1.0	24.0	0	0	1	0	0	0	1	1	0	0	0	0	1	0	0	1	0	1	0	0	1	0	0	0	1	0	1	0	0	1	0	0	0	1	0	0	1	0
656	1	0.0	0.0	1.0	0.0	2.0	1	1.0	0.0	0.0	1.0	5.0	3.0	0	5	0.0	5.0	1.0	0.0	37.0	1	0	1	0	0	0	1	0	1	0	0	1	0	0	0	1	0	1	0	1	0	1	0	0	0	1	0	0	0	1	0	1	1	0	0	1	0	0
657	0	1.0	1.0	1.0	9.0	0.0	1	1.0	1.0	1.0	0.0	7.0	7.0	1	0	0.0	6.0	2.0	1.0	24.0	0	0	1	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	1	0	1	0	0	0	1	0	0	0	0	0	0	0
658	0	1.0	0.0	0.0	3.0	2.0	0	1.0	0.0	0.0	0.0	5.0	5.0	1	8	0.0	6.0	2.0	0.0	31.0	1	0	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0	0	0	0	0	1	0	0	0	1	1	0	1	0	0	0	0	0	0
659	1	0.0	0.0	1.0	5.0	5.0	1	0.0	0.0	0.0	0.0	0.0	0.0	0	10	0.0	10.0	1.0	0.0	40.0	1	1	0	0	0	0	1	0	1	0	0	0	0	1	0	1	1	0	0	0	1	1	0	0	0	1	0	0	0	1	0	1	1	0	0	0	0	1
660	0	0.0	0.0	0.0	2.0	2.0	1	0.0	0.0	0.0	0.0	1.0	1.0	0	5	0.0	6.0	1.0	0.0	28.0	1	0	0	1	0	0	0	1	0	0	0	0	0	1	1	0	0	1	0	0	1	1	0	0	0	1	0	0	0	1	0	1	1	0	0	1	0	0
661	1	0.0	0.0	0.0	8.0	5.0	1	0.0	0.0	1.0	1.0	8.0	3.0	1	8	0.0	9.0	3.0	1.0	31.0	1	1	0	0	0	0	1	0	0	1	0	0	0	0	0	1	0	1	0	0	0	1	0	0	0	0	1	0	0	1	0	1	1	0	0	1	0	0
662	1	0.0	1.0	1.0	10.0	5.0	1	1.0	0.0	0.0	0.0	5.0	5.0	1	10	0.0	5.0	2.0	1.0	35.0	1	0	0	0	1	0	1	1	0	1	0	0	0	0	0	1	0	1	0	0	0	0	0	1	0	0	1	0	0	1	0	1	0	0	1	0	0	0

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows